Validation of machine learning libraries

More and more manufacturers are using machine learning libraries, such as scikit-learn, Tensorflow, and Keras, in their devices as a way to accelerate their research and development projects. However, not all manufacturers are fully aware of the regulatory requirements that they have to demonstrate compliance with when using machine learning libraries or how best to…

Details

Parameterization of software

The parameterization of software – in this context, we can also talk about customizing or configuring software – often leads to discussion, e.g., regarding responsibilities and the differentiation to in-house production. This article gives manufacturers and their customers important advice on what to look out for when parameterizing software and how to avoid the usual pitfalls.

Details